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Method and device for calculating data index based on statistical model, and application thereof

A statistical model and statistical data technology, applied in the field of data statistics, can solve the problems of error prone data indicators, labor-intensive, increased workload, etc., to reduce query and calculation operations, the purpose and advantages are simple and easy to understand, and improve calculation efficiency and the effect of precision

Pending Publication Date: 2022-01-11
CITY CLOUD TECH HANGZHOU CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

This method is inefficient, quite labor-intensive, and the final calculated data indicators are prone to errors
[0004] In particular, the data sources required to calculate the data indicators come from different departments, which is equivalent to different databases, so obtaining the corresponding data sources means that the cooperation of various departments is required. First, each department needs to use the data used for statistics Transfer it to the statistical department. Second, if the data index needs to be counted too frequently, it will increase the workload of various departments and the statistical department, resulting in low efficiency and more prone to human-induced errors.

Method used

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  • Method and device for calculating data index based on statistical model, and application thereof
  • Method and device for calculating data index based on statistical model, and application thereof
  • Method and device for calculating data index based on statistical model, and application thereof

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Experimental program
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Embodiment 1

[0032] The present embodiment provides a method of calculating the index data based on the statistical model, reference figure 1 Said method comprising the steps S1-S3:

[0033] Step S1: acquiring and analyzing the model index, to obtain a first group comprising a plurality of node points, wherein each of said node statistical model, the operator or any one of numerical values.

[0034] Indicator model comprises a plurality of sequentially arranged nodes, where each node is a statistical model, the operator or any one of numerical values, a statistical model represents a statistical data can be obtained by querying the database and the target operation mode. After obtaining the index model, wherein the parsed node as the first node and stored at the first node indicator set in accordance with the order of the original model.

[0035] Before step S1, the need to build a model of an indicator based on business needs, in some embodiments, the specific constructs way: creating a stati...

Embodiment 2

[0053] Based on the same concept, this embodiment also provides a device based on a statistical model calculated data indicator for implementing a statistical model calculated data indicator according to the embodiment, and specific reference image 3 , image 3 It is a structural block diagram of a device based on a statistical model calculated data indicator according to the embodiment of the present application, such as image 3 As shown, the device includes the following modules:

[0054] The resolution unit 301 is configured to obtain an indicator model and parse, obtain a first node group including a plurality of first nodes, wherein each of the first nodes is arbitrary in statistical models, operators or values;

[0055] The verification unit 302 is used to replace all of the statistical models in the first node group with verification data to obtain the first check group, and the first check group is operated, and if the first check group is successful, All of the statistical...

Embodiment 3

[0058] This embodiment also provides an electronic device, reference Figure 4 The memory 404 and processor 402 are included in which a computer program is stored in which the processor 402 is configured to run a computer program to perform any one of the above-described embodiments based on a statistical model calculated data indicator.

[0059] Specifically, the processor 402 may include a central processor (CPU), or a particular integrated circuit (Application Specific Integrated Circuit, an ASIC), or can be configured to implement one or more integrated circuits of the present application embodiment.

[0060]The memory 404 can include a large capacity memory 404 for data or instructions. For example, not limited, memory 404 can include a hard disk drive (HDD), a floppy disk drive, a solid drive (SSD, SSD), flash, CD, magneto, tape or universal serial Bus (UniversalSerial Bus, referred to as USB) Driver or two or more combinations of these. In a suitable case, memory 404 can inc...

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Abstract

The invention provides a method for calculating a data index based on a statistical model. The method comprises the following steps: obtaining and analyzing an index model to obtain a first node group comprising a plurality of first nodes; replacing all the statistical models in the first node group with verification data to obtain a first verification group, performing operation on the first verification group, if the operation of the first verification group is successful, performing multi-thread asynchronous operation on all the statistical models, and if the operation of all the statistical models is successful, obtaining statistical data corresponding to each statistical model; and replacing the corresponding statistical model in the first node group with the statistical data to obtain a second node group, and operating the second node group to obtain a first data index. According to the method, after the index model is analyzed, the logic of node sorting in the index model is verified firstly, then the statistical models are operated in a multi-thread asynchronous operation mode to confirm the effectiveness of each statistical model, errors in the constructed index model are found in time, unnecessary query and calculation operations are reduced, and the calculation efficiency and accuracy of the data indexes are improved.

Description

Technical field [0001] The present application relates to the field of statistics, in particular, it relates to a method of statistical models based on computing data index, and its application apparatus. Background technique [0002] In the trend of digital transformation in the city, major companies and government departments are more concerned about data indicators, which is the data type of the past and ongoing activities of the summary, it can provide an important basis for future planning and decision-making. [0003] Currently, the standard practice is to use statistical data indicators of each business system precipitation data, the data from the database corresponding export artificial statistical indicators. If a large amount of data again after the words usually using a large data analysis tools to extract statistical data to obtain statistical data selected statistical data needed to calculate index data needs. Exemplary, an enterprise should take closed-year growth r...

Claims

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Application Information

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IPC IPC(8): G06Q10/06G06F16/903G06F17/18
CPCG06Q10/06393G06F16/90335G06F17/18
Inventor 郁强倪林杰毛云青黄红叶谢淼烽
Owner CITY CLOUD TECH HANGZHOU CO LTD
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